// portfolio
Work & Projects
A collection of projects spanning machine learning, computer vision, full-stack development, and quantum computing.
KATHE 2026 — English → Kashmiri Machine Translation
Solo entry for the KATHE 2026 shared task. 8.00 to 15.05 in nine days — and the largest single gain came from counting characters in a vocabulary file, not from a GPU.
AutoML — End-to-End Autonomous ML Pipeline
Complete ML engine (profiling → preprocessing → training → tuning → ensembling → explainability → tracking) wrapped in a FastAPI backend and a Streamlit frontend, shipped as a single Docker container.
The Silver House — Full-Stack Jewellery Gallery
Custom e-commerce catalogue for a 925 sterling silver jewellery brand from Srinagar. Built with Next.js 15 (App Router) and Sanity CMS as the backend.
Tahoe Live Lock Screen — A Custom Video Wallpaper on macOS 26
macOS plays Apple's aerials on the lock screen, not yours. Swapping the file in takes a minute. Keeping it playing took a weekend, a Console log, and one fix that made things worse.
BDMS
Buprenorphine Dispensing Management System A prototype for tracking and regulating the dispensing of Buprenorphine across a network of de-addiction centres.
ComputerVision-powered Real-time AI GYM Trainer
A real-time AI-powered gym coaching application that uses computer vision to detect exercise form, count repetitions, and deliver proactive voice feedback through a LLM. Built with MediaPipe.
ATS — Applicant Tracking System (ATS) résumé scorer
An AI-powered ATS résumé scorer. Upload a résumé & get a ATS score,a component-by-component breakdown, evidence-backed skill validation, prioritized fix-it feedback, job-description matching & more
StyleForge AI — Neural Style Transfer
StyleForge uses Adaptive Instance Normalization (AdaIN) — a feed-forward approach that transfers style in a single forward pass. Decoder network was self-trained entirely, using own training pipeline
SnapClass — AI-Powered Attendance System
SnapClass is a hands-on learning project exploring the intersection of AI, computer vision, and real-world web apps. Not a commercial product — just a developer having fun solving a real problem.
Text Summariser — Fine-tuned T5 on SAMSum
This project fine-tunes a T5-small model to summarize conversations/dialogues into concise summaries. The model is trained on 4,000 dialogue-summary pairs from the SAMSum corpus.
LoanIQ — Machine Learning-Based Loan Eligibility Prediction Pipeline
LoanIQ is a binary classification system that automates loan approval decisions for financial institutions. Data-driven ML pipeline approach for quick customer reviews cutting manual work.
Mini ClaudeCode — Function-Calling AI Agent for Local Codebase Analysis & Engineering
An autonomous Python agent powered by Google Gemini that can explore, analyse, read, write, and execute code in a local codebase - using function calling.
